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On Neural Phone Recognition of Mixed-Source ECoG Signals

Dec 12, 2019
Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang

* 5 pages, showing algorithms, results and references from our collaboration during a 2017 postdoc stay of the first author 

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Brain2Char: A Deep Architecture for Decoding Text from Brain Recordings

Sep 03, 2019
Pengfei Sun, Gopala K. Anumanchipalli, Edward F. Chang

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Spiking Linear Dynamical Systems on Neuromorphic Hardware for Low-Power Brain-Machine Interfaces

Jun 05, 2018
David G. Clark, Jesse A. Livezey, Edward F. Chang, Kristofer E. Bouchard

* 23 pages, 8 figures; added reference, removed typo in Fig. 2 

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Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex

Mar 26, 2018
Jesse A. Livezey, Kristofer E. Bouchard, Edward F. Chang

* 23 pages, 9 figures 

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Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction

Nov 02, 2017
Kristofer E. Bouchard, Alejandro F. Bujan, Farbod Roosta-Khorasani, Shashanka Ubaru, Prabhat, Antoine M. Snijders, Jian-Hua Mao, Edward F. Chang, Michael W. Mahoney, Sharmodeep Bhattacharyya

* 42 pages; a conference version is in NIPS 2017 

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